概要
The map-cli-reference skill serves as an essential companion for developers using the Mapify framework, offering a specialized knowledge base for command-line operations. It enables Claude to accurately execute playbook queries, manage semantic searches, and perform complex delta operations while preventing common mistakes like direct database manipulation. By providing structured guidance on command syntax, parameter mapping, and integration workflows, this skill ensures data integrity and operational efficiency within the Mapify ecosystem.